Aut Sci Ppt

What it does

When your agent uses it

• Converting academic paper PDFs
• Structured text into professional
• High-standard PowerPoint (PPTX) presentations for defense

Example prompts

• “/aut-sci-ppt”

Requirements

• Python 3

Workflow steps

12 steps, taken from the first numbered list in SKILL.md.

1. 1Format: Use 1. Title for chapters and - Point for bullets.
2. 2Markdown: 🚫 DO NOT use ## for slide titles; it is not recognized by the parser.
3. 3Innovation: Identify the core innovation of the paper and highlight it in Red.
4. 4Imagery: Use HD extraction (600 DPI) for figures; minimum width >= 300px.
5. 5No Scrapping: 🚫 PROHIBITED to scrap low-quality bitmaps from PDF streams.
6. 6Formulas: Render LaTeX formulas as high-quality transparent PNGs.
7. 7Transparency: All generated formula/media assets must have transparent backgrounds.
8. 8Feedback: Inform the user if an operation (like PDF parsing) will take >10 seconds.
9. 9Final Output: 🚫 DO NOT output intermediate Markdown; generate and provide the .pptx directly.
10. 10Colors: Use #1E3A5F (Primary Blue) and #EE0000 (Highlight Red).
11. 11Layout: Ensure zero text-overflow or figure-text overlap.
12. 12Professionalism: Keep communication brief and technical; skip AI pleasantries.

What it can do on your machine

Read from SKILL.md and the folder at commit 6283718. It shows what the files ask for, not the result of running them.

• Tool permissions

  Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

  From allowed-tools in the SKILL.md frontmatter.

• Runs code

  No scripts in the folder and no shell commands in SKILL.md (its code samples are python).

  From the folder's file list and the shell code blocks in SKILL.md.

• Network

  No URLs in SKILL.md.

  From URLs in SKILL.md, links to its own repository left out.

• Credentials

  Names no API keys, tokens, secrets or passwords.

  From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Aut Sci Ppt loads about 436 tokens when it runs, and up to ~1.2k if it reads all its reference files. Until then it costs about 40 tokens; SKILL.md has 173 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it

~40

When it runs · the whole SKILL.md, loaded when a task matches

~436

With references · SKILL.md plus every file in references/, read only if the agent opens them

~1.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from ShZhao27208/Aut_Sci_ppt at commit 6283718, republished under its MIT licence (© ShZhao27208). 173 words, ~436 tokens.

name

aut-sci-ppt

description

Use when converting academic paper PDFs or structured text into professional, high-standard PowerPoint (PPTX) presentations for defense or seminars.

from aut_sci_ppt import create_ppt

create_ppt("""
主题：[Title]
申请人：[Name]
1. [Section Title]
- [Content]
""", "output.pptx")

from aut_sci_ppt import PaperWorkflow

workflow = PaperWorkflow()
workflow.process_pdf("paper.pdf", output_pptx="seminar.pptx")

© ShZhao27208, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 55 other files (references) in the repository root of ShZhao27208/Aut_Sci_ppt.

• SKILL.md
• .gitignore
• LICENSE
• README.md
• _meta.json
• docs/avatar.gif
• docs/avatar.jpg
• docs/index.html
• docs/logo.gif
• docs/logo.jpg
• example/High-Efficiency_SWIR_Emission_Presentation.pptx
• pyproject.toml
• references/rules.md
• references/style-spec.md
• requirements.txt
• src/aut_sci_ppt/USER_GUIDE.md
• … and 40 more

Open the folder on GitHubat commit 6283718

Used in 1 other repository

We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in ShZhao27208/Aut_Sci_ppt, which our catalogue first saw on October 7, 2026.

• franklee16/academic-research-skillspresentations/aut_sci_ppt